Coal mill modeling by machine learning based on onsite measurements

IEEE Transactions on Energy Conversion

Volumn 17, Issue 4, 2002, Pages 549-555

  Zhang, Y G ^a   Wu, Q H ^b   Wang, J ^b   Oluwande, G ^c   Matts, D ^c   Zhou, X X ^a  

^a ELECTRIC POWER RESEARCH INSTITUTE   (China)

^b UNIVERSITY OF LIVERPOOL   (United Kingdom)

^c National Power Plc   (United Kingdom)

Author keywords

Coal mill; Control system; Genetic algorithms; System modeling

Indexed keywords

COAL INDUSTRY; COMPUTER SIMULATION; GENETIC ALGORITHMS; LEARNING SYSTEMS; NONLINEAR CONTROL SYSTEMS;

COAL MILL MODELING;

ELECTRIC POWER SYSTEMS;

EID: 0036966065     PISSN: 08858969     EISSN: None     Source Type: Journal    
DOI: 10.1109/TEC.2002.805182     Document Type: Article

References (11)

1. D. H. Scott, Coal Pulverisers-Performance and Safety. London, U.K.: IEA Coal Research, 1995.
2. L.Corti, A. De Marco, and A. Zizzo, "Mathematical model of a coal mill," in Proc. Int. Conf. Power Plant Simulation, Cuernavaca, Mexico, Nov. 1984, pp. 19-21.
3. K. E. Bollinger and H. R. Snowden, "The experimental determination of coal mill models," IEEE Trans. Power App. Syst., vol. PAS-102, pp. 1473-1477, June 1983.
4. R. G. Cheetham, S. A. Billings, M. L. Bransby, and D. H. Owens, Multivariable Modeling of Pulverised Fuel Mills from Experimental PRBS Data. London, U.K.: Central Electricity Generating Board, 1990.
5. M. Mirza and R. Campbell, "Pulverizer modeling," in Proc. 32nd Power Instrum. Symp., vol. 32, Phoenix, AZ, May 1989, pp. 131-147.
6. K. E. Bollinger and H. R. Snowden, "Field test results for multi-variable control of a coal-mill," IEEE Trans. Power Syst., vol. PWRS-1, pp. 96-100, Feb. 1986.
7. Q. H. Wu, Y. J. Cao, and J. Y. Wen, "Optimal reactive power dispatch using an adaptive genetic algorithm," Elect. Power Energy Syst., vol. 20, pp. 563-569, 1998.
8. J. T. Ma and Q. H. Wu, "Generator parameter identification using evolutionary programming," Elect. Power Energy Syst., vol. 17, pp. 417-423, 1995.
9. D. Lindsley, Boiler Control Systems. New York: McGraw-Hill, 1991.
10. G. Q. Fan and N. W. Rees, "Control of vertical spindle mills in coal fired power plants," in Proc. Ind. Commercial Power Syst. Tech. Conf., Beijing, China, 1994, pp. 276-280.
11. J. E. Hartley and G. C. Maples, A Non-Linear Simulation of a Vertical Spindle Pulverzing Mill. Leatherhead, U.K.: Central Electricity Research Laboratories, CEGB, 1971.